The messy data didn't scare you. It pulled you in.
You expected spreadsheet work to feel like homework, and it mostly felt like detective work instead. Catching the duplicate orders before your boss did was the high point of the whole trial. The part that wore on you was real too: defending the numbers in a hurry while two people wanted different things. That trade, quiet digging against noisy deadlines, is the job.
Strong fitYou found this out in about 71 minutes of hands-on work, before spending anything on a degree, course or job change.
How each task felt
PredictedHow it felt
Easy · Build the weekly sales report
Better than expected
Middle · Chase the sales dip to its source
Better than expected
Hard · Defend the quarter numbers under pressure
Harder than expected
What gave and took energy
Energized you
- Finding the story in messy numbers, like the duplicate orders behind a fake 30% spike
- Quiet, focused work where being careful is the whole point
- Showing Tasha a clean report and hearing it held up against finance's numbers
Wore on you
- Defending figures on a deadline while Diego pushed for a column the data couldn't support
- Explaining the same caveat twice to people who wanted a simpler answer
What you noticed
Build the weekly sales report
- The export doubled some orders; totals lie until you check them
- A number nobody questions is not the same as a number that's right
Chase the sales dip to its source
- The dip was three small causes, not one big one
- Saying what you don't know yet earns more trust than guessing
- How seasonality can mimic a real decline
Defend the quarter numbers under pressure
- Holding a number steady while two people pull on it is its own skill
- When to escalate instead of absorbing the pressure yourself
The job, by the numbers
Median pay, May 2025$120,230 a year
Job growth, 2025-35+35%
Typical entry educationBachelor's degree
Source: U.S. Bureau of Labor Statistics, Occupational Outlook Handbook, data scientists. There's no official occupation called data analyst. These figures are for data scientists, the closest match.